The "Star Boy" musician, whose real name is Abel Tesfaye, and the "It Ain't Me" singer were spotted in West Hollywood, California, on Thursday dressed in all-black ensembles. Gomez wore a figure-hugging mini-dress and a faded, oversized denim jacket and Giuseppe Zanotti boots as she held onto The Weeknd, who sported burgundy Puma sneakers, a black Puma jacket and a black T-shirt and jeans.

An eyewitness tells ET the casually-dressed couple first got sushi at Matsuhisa before heading to Beauty and Essex in Hollywood.

MEGA

MEGA

Not only do Gomez and The Weeknd match their outfits, they appear to be swapping clothing. Last month, fans pointed out on social media that Gomez looked to be wearing her boyfriend's red Supreme x Champion hoodie in a photo she shared of herself in the studio. One fan's Instagram account even captured a screen shot of The Weeknd responding to the pic by writing "sweater," and posting an eye roll emoji.

The red sweatshirt wouldn't be the first item that Gomez allegedly borrowed something from her man. In January, she stepped out of a private event at Dave & Buster's in Los Angeles, wearing The Weeknd's necklace. The 27-year-old GRAMMY winner was sporting the distinct accessory a few days prior when he was seen leaving a live performance.